贝叶斯统计课程可以帮助您学习概率分布、贝叶斯推断和统计建模。您可以培养假设检验、预测解析和不确定性下决策的技能。许多课程都会介绍 R、Python 和 Stan 等工具,这些工具常用于实现贝叶斯方法和分析数据。您还将探索马尔可夫链蒙特卡洛(MCMC)技术和贝叶斯网络等概念,掌握各领域数据驱动决策的实用知识。

Northwestern University
您将获得的技能: Robotics, Mechanics, Torque (Physics), Mathematical Modeling, Mathematical Software, Engineering Analysis, Numerical Analysis, Applied Mathematics, Control Systems, Linear Algebra, Spatial Analysis
中级 · 课程 · 1-4 周

您将获得的技能: SketchUp (3D Modeling Software), Visualization (Computer Graphics), 3D Modeling, Conceptual Design, Design Thinking, Layout Design, Spatial Analysis
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Campaign Management, Marketing Channel, Data-Driven Marketing, Digital Advertising, Digital Marketing Campaigns, Marketing Effectiveness, Digital Marketing, Online Advertising, Marketing Analytics, Web Analytics, Cross-Channel Marketing, Performance Metric, Performance Measurement, Social Media Marketing, Data-Driven Decision-Making, Email Marketing
初级 · 课程 · 1-4 周
您将获得的技能: Random Forest Algorithm, Decision Tree Learning, Applied Machine Learning, Jupyter, Classification Algorithms, Java, Java Programming, Sampling (Statistics), Statistical Machine Learning, Model Evaluation, Supervised Learning, Machine Learning Methods, Model Training, Predictive Modeling, Machine Learning, Learning Styles, Program Evaluation, Program Implementation
中级 · 课程 · 1-4 周

您将获得的技能: Analytical Skills, Analytics, Data Visualization, Scientific Visualization, Trend Analysis, Data-Driven Decision-Making, Business Analytics, Statistical Analysis, Financial Modeling, Data Storytelling, Statistical Modeling, Predictive Modeling, Python Programming, Data Wrangling
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Dashboard Creation, Tableau Software, Dashboard, Market Data, Data-Driven Decision-Making, Data Presentation, Feature Engineering, Analytical Skills, Data Ethics, Exploratory Data Analysis, Data Visualization Software, Case Studies, Business Intelligence, Business Analytics, Financial Market, Interactive Data Visualization, Data Analysis, Financial Data, Financial Analysis
初级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Gemini, Gemini, Exploratory Data Analysis, Data Wrangling, Data Preprocessing, AI Integrations, Big Data, Google Cloud Platform, Interactive Data Visualization, Generative AI Agents, Prompt Engineering, Query Languages, Debugging, SQL
初级 · 课程 · 1-4 周

您将获得的技能: Tableau Software, Business Intelligence, Business Intelligence Software, Interactive Data Visualization, Data Presentation, Business Analytics, Data Storytelling, Data Visualization Software, Dashboard Creation, Dashboard, Data Analysis, Forecasting, Data Preprocessing, Data Manipulation, Trend Analysis, Predictive Analytics, Data Integration
初级 · 课程 · 1-3 个月

University of Maryland, College Park
您将获得的技能: Data-Driven Marketing, Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Analytics, Big Data, Digital Marketing, Digital Marketing Tools, Search Engine Marketing, Paid media, Digital Marketing Campaigns, Web Analytics, Online Advertising, Advanced Analytics, A/B Testing, Apache Hadoop, Applied Machine Learning, Machine Learning Methods, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 课程 · 1-4 周

您将获得的技能: Classification And Regression Tree (CART), Minitab, Decision Tree Learning, Regression Analysis, Predictive Modeling, Statistical Modeling, Business Analytics, Statistical Methods, Advanced Analytics, Logistic Regression, Data-Driven Decision-Making, Scatter Plots, Plot (Graphics), Model Evaluation, Exploratory Data Analysis, Statistical Analysis, Case Studies, Responsible AI
混合 · 课程 · 1-4 周

您将获得的技能: Predictive Modeling, Model Evaluation, Predictive Analytics, Classification And Regression Tree (CART), Statistical Modeling, Risk Modeling, Advanced Analytics, Decision Tree Learning, Data Analysis, R Programming, Model Training, Logistic Regression, Feature Engineering, Model Deployment, Data Import/Export, Data Mining, Data Validation, Exploratory Data Analysis, Data Persistence, Data Wrangling
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Feature Engineering, Data Analysis, Data Preprocessing, Model Evaluation, Data Wrangling, Data Import/Export, Data Transformation, Predictive Modeling, Applied Machine Learning, Predictive Analytics, Statistical Methods, Regression Analysis, Model Training, Model Optimization, Artificial Neural Networks
初级 · 课程 · 1-4 周